Experiences

  • Professor: Mar. 2022 - now
    School of Future Technology, South China University of Technology (SCUT), Guangzhou, China
  • Research Fellow: Oct. 2019 - Mar. 2022
    Department of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore
    Supervisor: Prof. Haizhou Li (IEEE Fellow,新加坡工程院院士)
  • Visiting Scholar: Oct. 2018 - Apr. 2019
    Department of Electrical and Computer Engineering, University of California Davis (UCD), CA, USA
    Supervisor: Prof. Zhi Ding (IEEE Fellow)
  • Ph.D degree: Aug. 2016 - Oct. 2019
    Department of Electrical Engineering, City University of Hong Kong (CityU), Hong Kong, China
    Supervisor: Prof. Hing Cheung So (IEEE Fellow)
  • M.S degree: Sept. 2013 - Mar. 2016
    College of Automation, Harbin Engineering University (HEU), Harbin, China
    Supervisor: Prof. Wei Wang
  • B.E degree: Sept. 2009 - Jul. 2013
    College of Automation, Harbin Engineering University (HEU), Harbin, China

Projects

  • 中央高校基本科研业务费(自然科学类)成果转化类项目“华南理工大学-无锡“未来技术”联合研究中心”,2023.01-2024.12,项目负责人
  • 广州钛动科技股份有限公司的企业委托项目“在线广告需求平台算法与策略优化项目”,2023.07-2023.12,项目负责人
  • 北京航空航天大学-中国航天九院鸿鹊创新中心开放基金“面向电磁信号参数测量的深度神经网络轻量化结构研究”,2023.01-2023.12,项目负责人
  • 国家自然科学基金青年项目“可扩展的自适应深度矩阵补全:快速算法和理论分析”,2023.01-2025.12,项目负责人
  • 广州市基础与应用基础研究项目“面向人机交互系统的智能测向技术研究”,2023.04-2025.03,项目负责人
  • 国家科技部重点研发计划“视听触多通道融合的高沉浸式自然人机交互系统”,2022.10-2025.09,技术骨干

Patents

  • 一种基于互信息的空洞卷积自适应调节方法,中国发明专利,202410530741.4
  • 一种基于单目RGB图像去遮挡下的双手3D重建方法,中国发明专利,202311462219.9
  • 一种基于AutoHOINet的人-物交互检测方法,中国发明专利,202311180607.8
  • 一种轮廓平行等高线路径自适应生成方法、装置及介质,中国发明专利,202310880267.3
  • 一种基于注意力机制的多分支2D人体姿态估计方法,中国发明专利,202310668367.X
  • 一种基于TED-Net的非接触人-物交互检测方法,中国发明专利,202310375040.3
  • PipTile-基于LLM文意理解的一站式信息检索及利用软件[简称:PipTile]V1.0,计算机软件著作,2023SR0791879

Awards and Honors

  • 多模态计算与情感交互实验室入选2023年广东省人工智能风云榜-科研机构风云榜, 2023
  • 2020 Exemplary Reviewer of the IEEE Communications Letters, 2023
  • IEEE ICSIDP 2019 (Chongqing), Best Paper Award, 2019
  • Institutional Research Tuition Scholarship, CityU, 2018-2019
  • Outstanding Academic Performance Award, CityU, 2018
  • Institutional Research Tuition Scholarship, CityU, 2017-2018
  • Outstanding Academic Performance Award, CityU, 2017
  • PhD Research Scholarship, CityU, 2016-2019
  • National Scholarship, HEU, 2015

Academia Services

1) Associate Editor:

  • IEEE Systems Journal, 2022- . https://ieeesystemsjournal.org/journal-of-boards/
  • Digital Signal Processing, 2022- . https://www.journals.elsevier.com/digital-signal-processing/editorial-board/qi-liu
  • Electronics and Signal Processing, 2022- . https://www.elspub.com/journals/electronics-and-signal-processing

2) Guest Editor:

  • Hongyang Chen, Qi Liu, Quan Yu, Ian F. Akyildiz, and Sergy Vorobyov, Special Issue on “Efficient, Effective, and Explicable AI Inspired IoT over Non-terrestrial Networks”, IEEE Interest of Things Journal, 2023. https://ieee-iotj.org/wp-content/uploads/2023/06/3EAI_Non_Terrestrial.pdf.
  • Qi Liu, Junli Liang, Hing Cheung So, and Yimin Daniel Zhang, Special Issue on “Neural Networks and Machine Learning for Multidimensional Signal Processing”, IET Signal Processing, 2022. https://digital-library.theiet.org/content/journals/iet-spr
  • Xianpeng Wang, Qi Liu, and Bin Zhang, Special Issue on “Efficient Processing and Learning with DNNs for Multidimensional Signal Processing”, International Journal of Antennas and Propagation, 2022. https://www.hindawi.com/journals/ijap/si/837632/
  • Xianpeng Wang, Qi Liu, Bin Zhang and Wei Liu, Special Issue on “Scalable and Robust Optimization Techniques for Multidimensional Signal Processing”, Wireless Communications and Mobile Computing, 2022. https://www.hindawi.com/journals/wcmc/si/395818/

3) Conference Chair:

  • Q. Liu and Z. Wei, Workshop Chair of “Multimodal/Crossmodal Perception and Content Understanding” in the 4th International Conference on Image, Vision and Intelligent Systems (ICIVIS), Xining, China, 2024. http://www.icivis.net//
  • Q. Liu and H. Cao, Special Session Chair of “Artificial Intelligence based Array Signal Processing and Its Applications” in the 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT), Wuhan, China, 2022. http://www.feict.net/workshop/
  • J. Xu, Q. Liu, P. Xiao, Session Chair of “Array Signal Processing”, in the 14th International Conference on Signal Processing Systems (ICSPS), Zhenjiang, China, 2022. http://www.icsps.org/s6.html

4) Invited Talks:

  • 受邀报告:”基于多源异构信息的多模态数据处理”, 西安科技大学,西安,第三届西部融合通信与智能信息处理学术论坛会议
  • 受邀报告:”大模型垂直落地挑战及在主动健康方向探索”, 电子科技大学计算机学院,成都,2024/04/12. https://www.scse.uestc.edu.cn/info/1056/15623.htm
  • 受邀报告:”HealthGPT:主动健康大模型”, 广州人工智能公共算力中心,广州,2023/07/06. https://zhuanlan.zhihu.com/p/642571833
  • 受邀报告:”类脑计算与高效能算法设计”, 广东省智能科学与技术研究院,珠海,2023/06/29. https://gdiist.cn/news/detail/6/124
  • Keynote Speaker: “Human-Object Interaction Detection”, the 3rd ICFEICT, Yangzhou, China, 26 May 2023-29 May 2023. https://www.computer.org/csdl/proceedings-article/icfeict/2023/023500z022/1Q5p9H6WnQs
  • Invited Speaker: “Image denoising via 2D random interpolation average scheme”, hosted by Prof. Truong Nguyen (IEEE Fellow), Department of Electrical and Computer Engineering, University of California, San Diego (UCSD), 03 Dec. 2018.
  • Invited Speaker: “Weakly convex optimization for signal processing problems”, hosted by Prof. P.P. Vaidyanathan (IEEE Fellow,美国工程院院士), Department of Electrical Engineering, California Institute of Technology (Caltech), 30 Nov. 2018.

Teaching

  • Machine Learning, 2023 Fall
  • Engineering Applications in Artificial Intelligence, 2023 Spring
  • Machine Learning, 2022 Fall